GitHub - MemTensor/MemOS: AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.
🦞 Your lobster now has a working memory system.
MemOS is a Memory Operating System for LLMs and AI agents that unifies store / retrieve / manage for long-term memory, enabling context-aware and personalized interactions with KB, multi-modal, tool memory, and enterprise-grade optimizations built in.
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If you use MemOS in your research, we would appreciate citations to our papers.
@article{li2025memos_long, title={MemOS: A Memory OS for AI System}, author={Li, Zhiyu and Song, Shichao and Xi, Chenyang and Wang, Hanyu and Tang, Chen and Niu, Simin and Chen, Ding and Yang, Jiawei and Li, Chunyu and Yu, Qingchen and Zhao, Jihao and Wang, Yezhaohui and Liu, Peng and Lin, Zehao and Wang, Pengyuan and Huo, Jiahao and Chen, Tianyi and Chen, Kai and Li, Kehang and Tao, Zhen and Ren, Junpeng and Lai, Huayi and Wu, Hao and Tang, Bo and Wang, Zhenren and Fan, Zhaoxin and Zhang, Ningyu and Zhang, Linfeng and Yan, Junchi and Yang, Mingchuan and Xu, Tong and Xu, Wei and Chen, Huajun and Wang, Haofeng and Yang, Hongkang and Zhang, Wentao and Xu, Zhi-Qin John and Chen, Siheng and Xiong, Feiyu}, journal={arXiv preprint arXiv:2507.03724}, year={2025}, url={https://arxiv.org/abs/2507.03724} } @article{li2025memos_short, title={MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models}, author={Li, Zhiyu and Song, Shichao and Wang, Hanyu and Niu, Simin and Chen, Ding and Yang, Jiawei and Xi, Chenyang and Lai, Huayi and Zhao, Jihao and Wang, Yezhaohui and others}, journal={arXiv preprint arXiv:2505.22101}, year={2025}, url={https://arxiv.org/abs/2505.22101} } @article{yang2024memory3, author = {Yang, Hongkang and Zehao, Lin and Wenjin, Wang and Wu, Hao and Zhiyu, Li and Tang, Bo and Wenqiang, Wei and Wang, Jinbo and Zeyun, Tang and Song, Shichao and Xi, Chenyang and Yu, Yu and Kai, Chen and Xiong, Feiyu and Tang, Linpeng and Weinan, E}, title = {Memory$^3$: Language Modeling with Explicit Memory}, journal = {Journal of Machine Learning}, year = {2024}, volume = {3}, number = {3}, pages = {300--346}, issn = {2790-2048}, doi = {https://doi.org/10.4208/jml.240708}, url = {https://global-sci.com/article/91443/memory3-language-modeling-with-explicit-memory} }
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